1.Construction and validation of a medication deviation prediction model for hospital-to-home transition period in coronary heart disease patients with initial treatment
Yushuang LI ; Shu LI ; Qianying ZHANG ; Yan HUANG ; Kun LIU ; Xiulin GU ; Huanhuan JIANG
China Pharmacy 2026;37(4):491-496
OBJECTIVE To develope a predictive model for medication deviation risks during the hospital-to-home transition period in coronary heart disease (CHD) patients with initial treatment, aiming to assist medical staff in rapidly identifying high-risk groups for medication deviation. METHODS A total of 462 CHD patients with initial treatment from the Affiliated Hospital of North China University of Science and Technology (hereinafter referred to as “our hospital”) between January and July 2024 were enrolled. The patients were randomly divided into a modeling group and an internal validation group. The modeling group was further categorized into a medication deviation group and a non-medication deviation group based on whether medication deviations occurred. Similarly, 57 CHD patients with initial treatment from the cardiology department of our hospital between June and September 2025 were collected as an external validation group. Univariate analysis was used to screen predictive factors, followed by multivariate Logistic regression to construct the predictive model. Internal validation methods were employed to evaluate model performance, while external validation methods were used to test the model’s generalizability. RESULTS The 462 patients were divided into a modeling group (319 cases) and an internal validation group (143 cases). In the modeling group, the medication deviation group (192 cases, 60.19%) and the non-medication deviation group (127 cases, 39.81%) were identified. Multivariate Logistic regression analysis revealed that age, medication type, medication adherence, and self-efficacy in rational medication use were predictive factors for medication deviations in CHD patients with initial treatment ( P <0.05). The predictive model equation was logit P =ln[ P /(1- P ) ] =1.321+1.732×age+4.091×medication type -4.360×medication adherence -3.081×self-efficacy in rational medication use. The model demonstrated good discrimination, with a Hosmer-Lemeshow goodness-of-fit test P -value of 0.439, an area under the receiver operating characteristic curve (AUC) of 0.870, sensitivity of 0.970, and specificity of 0.607. A risk nomogram with a total score of 350 points and a cutoff value of 110 points was plotted. The internal validation group showed an AUC o f 0.787 and a prediction accuracy of 77.6%, while the external validation group exhibited an AUC of 0.802 and a prediction accuracy of 73.7%. CONCLUSIONS This study successfully developed a predictive model for medication deviation risks during the hospital-to-home transition period in CHD patients with initial treatment. The model demonstrates excellent discrimination and predictive accuracy, effectively identifying high-risk populations for medication deviations. Age (>70 years), number of drug types≥5, poor medication adherence, and poor self-efficacy in rational medication use are independent risk factors for medication deviations.
2.Influence evaluation of pharmaceutical quality control on medication therapy management services by the ECHO model
Kun LIU ; Huanhuan JIANG ; Yushuang LI ; Yan HUANG ; Qianying ZHANG ; Dong CHEN ; Xiulin GU ; Jinhui FENG ; Zijian WANG ; Yunfei CHEN ; Yajuan QI ; Yanlei GE ; Aishuang FU
China Pharmacy 2025;36(9):1123-1128
OBJECTIVE To evaluate the influence of pharmaceutical quality control on the efficiency and outcomes of standardized medication therapy management (MTM) services for patients with coronary heart disease by using Economic, Clinical and Humanistic Outcomes (ECHO) model. METHODS This study collected case data of coronary heart disease patients who received MTM services during January-March 2023 (pre-quality control implementation group, n=96) and June-August 2023 (post-quality control implementation group, n=164). Using propensity score matching analysis, 80 patients were selected from each group. The study subsequently compared the economic, clinical, and humanistic outcome indicators of pharmaceutical services between the two matched groups. RESULTS There were no statistically significant differences in baseline data between the two groups after matching (P>0.05). Compared with pre-quality control implementation group, the daily treatment cost (16.26 yuan vs. 24.40 yuan, P<0.001), cost-effectiveness ratio [23.12 yuan/quality-adjusted life year (QALY) vs. 32.32 yuan/QALY, P<0.001], and the incidence of general adverse drug reactions (2.50% vs. 10.00%, P=0.049) of post-quality control implementation group were decreased significantly; the utility value of the EuroQol Five-Dimensional Questionnaire (0.74± 0.06 vs. 0.71±0.07, P=0.003), the reduction in the number of medication related problems (1.0 vs. 0.5, P<0.001), the medication adherence score ([ 6.32±0.48) points vs. (6.10±0.37) points, P=0.001], and the satisfaction score ([ 92.56±1.52) points vs. (91.95±1.56) points, P=0.013] all showed significant improvements. Neither group experienced serious adverse drug reactions. There was no statistically significant difference in the incidence of new adverse reactions between the two groups (1.25% vs. 3.75%, P=0.310). CONCLUSIONS Pharmaceutical quality control can improve the quality of pharmaceutical care, and the ECHO model can quantitatively evaluate the effect of MTM services, making pharmaceutical care better priced and more adaptable to social needs, thus being worthy of promotion.
3.Research progress on the impact of obesity on oocyte quality and early embryo development
Jie ZHANG ; Haixing YI ; Huanhuan JIANG
Chinese Journal of Reproduction and Contraception 2025;45(7):751-756
This paper comprehensively discusses the impact of obesity on female fertility, oocyte quality, early embryonic development, and assisted reproductive technology (ART), and evaluates the relationship between obesity and pregnancy complications, proposing corresponding prevention and treatment strategies. Studies have shown that obesity adversely affects oocyte quality through chronic inflammation, oxidative stress, and disruption of metabolic pathways, including meiotic defects, mitochondrial dysfunction, and epigenetic alterations. Obesity also affects early embryonic development, potentially leading to placental dysfunction and restricted fetal growth. In the field of ART, obese women face more challenges, such as increased risk of gestational diabetes and decreased success rates of in vitro fertilization. Additionally, obesity is associated with an increased risk of various pregnancy complications, including hypertensive disorders of pregnancy, gestational diabetes, preterm birth, and cesarean section. This paper emphasizes the importance of preconception and prenatal weight management and proposes strategies to improve the fertility of obese women through lifestyle changes, pharmacological treatment, and surgical intervention. Ultimately, this thesis provides personalized recommendations for the reproductive health of obese women to improve fertility and pregnancy outcomes, ensuring the health status of both mother and child.
4.Principles and Methods of Using Metering Unit in National Technical Specification of Medical Service Items(Version 2023)
Jingjing LANG ; Jinming KONG ; Lihua YU ; Huanhuan CHANG ; Xingyu YANG ; Hailong ZHOU ; Qin JIANG
Chinese Health Economics 2025;44(7):10-12,15
Metering unit is important component of medical service items and also serve as significant bases for scientifically estimating the costs of medical services.National Technical Specification of Medical Service Items(2023 Edition)has set up elements such as"metering unit"and"adjustment coefficient for resource consumption in special circumstances",which clearly stipulate the metering units of each medical service item and the multiples for discretionary increases or decreases in the overall resource consumption when special circumstances occur.These two elements are important references for the cost accounting in medical institutions.The project team has elaborated on the definitions,establishment principles and special circumstances of these two types of elements,namely"metering units"and"adjustment coefficient for resource consumption in special circumstances",providing references for the application of relevant governments and healthcare institutions.
5.Setting up and Use of Relative Value Scale of Human Resource Consumption in the National Technical Specification of Medical Service Items(Version 2023)
Hailong ZHOU ; Qin JIANG ; Huanhuan CHANG ; Lihua YU
Chinese Health Economics 2025;44(7):13-15
The relative value of human resource consumption is a relative value scale of the workload and difficulty of medical personnel needed to provide medical service items.Based on"basic human resource consumption and time consumption","technical difficulty"and"risk level"of the medical service items,it is comprehensively calculated by"relative value indicator standardization","relative value indicator weight setting","relative value indicator calculation model construction",and"relative value indicator expert verification".By formulating the relative value of human resource consumption,it could be used in rationalizing the relative value scale of medical service items,promoting cost accounting in hospitals,and establishing a scientific and reasonable performance evaluation system as technical tools.
6.The Rationale and Implementation of the Financial Classification of Medical Service Items
Xingyu YANG ; Lihua YU ; Huanhuan CHANG ; Jingjing LANG ; Qin JIANG
Chinese Health Economics 2025;44(7):16-18
As an important indicator to assess the revenue structure of hospitals,healthcare service revenue can truly reflect the labor value of medical personnel.A unified financial classification is the premise of accurate calculation of revenue structure.Meeting the needs of financial management of medical institutions through mapping with current healthcare service items in various regions,Financial Classification of Medical Service Items has unified the financial classification from the aspects of bill classification,accounting subject and expense classification in medical record.
7.Design and Application Prospect of Item Codes in National Technical Specification of Medical Service Items(Version 2023)
Xingyu YANG ; Lihua YU ; Huanhuan CHANG ; Hailong ZHOU ; Jingjing LANG ; Jinming KONG ; Qin JIANG
Chinese Health Economics 2025;44(7):4-6
The assignment of the"item code"element in National Technical Specification of Medical Service Items(Version 2023)continues the classification framework and coding rules of National Specification of Medical Service Price Items(Version 2012).The project team experts are members of the WHO-Family of International Classifications(WHO-FIC)China Classification,Terminology and Standards Collaborating Center.The design concept of project coding is the same as that of the International Classification of Health Interventions(ICHI).Both adopt an alphanumeric characters hybrid coding classification method based on multi-axis classification,clarified the definition and scope of these four key classification axis which including anatomy system,anatomical site,surgical procedure and surgical approach,and optimize and update item property,sub-classifications and coding.Unified medical service item code can make contribution to the comparability of statistics related to health care items across regions,promote cross-regional healthcare and healthcare insurance settlement at the national level;improve its refined management level in hospital,and play an important role in performance management and data statistical analysis.
8.Setting Principles and Application Key Points of Medical Consumables in National Technical Specification of Medical Service Items(Version 2023)
Huanhuan CHANG ; Qin JIANG ; Xingyu YANG ; Lihua YU
Chinese Health Economics 2025;44(7):7-9
It introduces the setting scope,principles and codes of disposable medical consumables in National Technical Specification of Medical Service Items(Version 2023)in detail to provide a basis to strengthen medical consumables management,standardize clinical charging behavior,and promote the cost accounting of medical service items for relevant governments and medical institutions.
9.Toxic effects of chlorinated organophosphate flame retardants on mice via different exposure routes
Jialei ZHU ; Meiyu ZHOU ; Huanhuan ZHU ; Ruiyang TIAN ; Dahua REN ; Haiping LIU ; Xuanying JIANG ; Linfan XU ; Ying LU ; Haiyan CHU
Chinese Journal of Preventive Medicine 2025;59(7):1031-1039
Objective:To evaluate the effects of chlorinated organophosphate flame retardants (Cl-OPFRs) via respiratory and digestive tract exposure on multiple organs in mice.Methods:A short-term repeated exposure model of tris(2-chloroethyl) phosphate (TCEP), tris(1-chloro-2-propyl) phosphate (TCIPP) and tris(1, 3-dichloro-2-propyl) phosphate (TDCIPP) in mice was established through intratracheal instillation and oral gavage administration. The exposure doses were 0.7, 1 and 2 mg·kg -1·day -1, respectively, with continuous administration for 14 days. The organs of the heart, liver, spleen, lung, kidney, stomach, large intestine, small intestine, bladder and testis were collected and weighed to calculate the organ coefficients. The pathological and histological changes were observed by hematoxylin-eosin staining to quantitatively assess the effects of the three Cl-OPFRs on the various organs by using the pathology score. Results:Analysis of organ coefficients in tracheal drip-treated mice showed that the organ coefficients in the testes of the TCEP, TCIPP and TDCIPP groups were lower than those in the control group ( PTCEP-testis=0.045, PTCIPP-testis=0.012 and PTDCIPP-testis<0.001). The organ coefficients were lower in the lungs and small intestines of the TCEP group ( PTCEP-lung=0.006, PTCEP-small intestine=0.042). The organ coefficients for the stomach and large intestine were higher in the TDCIPP group ( PTDCIPP-stomach=0.014, PTDCIPP-large intestine=0.049). Analyses of gavage-contaminated mice showed that the organ coefficients for liver, stomach and small intestine in the TCEP and TDCIPP groups were higher than those in the control group ( PTCEP-liver=0.007, PTCEP-stomach=0.003, PTCEP-small intestine<0.001, PTDCIPP-liver=0.001, PTDCIPP-stomach=0.004, and PTDCIPP-small intestine<0.001). Histopathological analyses of the organs of tracheal drip dyed mice showed significant pathological damage in the lung tissue of the TCIPP group, mainly in the form of thickening of the interstitium, infiltration of inflammatory cells and alveolar collapse. The results of the analysis of gavage poisoned mice showed that TCIPP exposure could lead to blurring of the red and white medullary boundaries of spleen tissues, destruction of white medullary structures, etc., and induce small intestinal cryptitis. TDCIPP induced significant pathological damage to the liver tissues of mice, which mainly included cytoplasmic washout, infiltration of inflammatory cells, acute inflammation, and other injurious effects. Significant pathological damage to the intestinal tissues of mice was also observed. Conclusions:This study demonstrates that the toxic effects of Cl-OPFRs are significantly associated with exposure routes and compound specificity. Respiratory exposure predominantly induces TCIPP-mediated pulmonary injury, while digestive exposure causes TDCIPP-driven hepatointestinal toxicity. These findings provide preliminary evidence for the toxicity screening of Cl-OPFRs.
10.Research progress on the impact of obesity on oocyte quality and early embryo development
Jie ZHANG ; Haixing YI ; Huanhuan JIANG
Chinese Journal of Reproduction and Contraception 2025;45(7):751-756
This paper comprehensively discusses the impact of obesity on female fertility, oocyte quality, early embryonic development, and assisted reproductive technology (ART), and evaluates the relationship between obesity and pregnancy complications, proposing corresponding prevention and treatment strategies. Studies have shown that obesity adversely affects oocyte quality through chronic inflammation, oxidative stress, and disruption of metabolic pathways, including meiotic defects, mitochondrial dysfunction, and epigenetic alterations. Obesity also affects early embryonic development, potentially leading to placental dysfunction and restricted fetal growth. In the field of ART, obese women face more challenges, such as increased risk of gestational diabetes and decreased success rates of in vitro fertilization. Additionally, obesity is associated with an increased risk of various pregnancy complications, including hypertensive disorders of pregnancy, gestational diabetes, preterm birth, and cesarean section. This paper emphasizes the importance of preconception and prenatal weight management and proposes strategies to improve the fertility of obese women through lifestyle changes, pharmacological treatment, and surgical intervention. Ultimately, this thesis provides personalized recommendations for the reproductive health of obese women to improve fertility and pregnancy outcomes, ensuring the health status of both mother and child.

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